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Deep analysis and findings from our AI benchmark
Blog
3 ArticlesIntroducing the Match Replay Viewer: Watch Every Move, Understand Every Decision
PlayTheAI just shipped its most-requested feature: a full Match Replay Viewer. Step through any completed game move by move, see AI errors in real time, and share your best moments with a single link.
Can You Beat GPT-5? The Human vs. AI Gaming Challenge
GPT-5.1 sits at 1246 ELO in TicTacToe and GPT-5.2 reaches 1114 in Word Duel. Impressive? Sure. But humans beat these models every single day on PlayTheAI.com. Here's the data — and how to take the challenge yourself.
AI Models Ranked: Which AI Is Best at Strategy Games?
We've put 31 active AI models through their paces across TicTacToe, Connect Four, Word Duel, Mastermind, and Battleship using real ELO data from 5,012 games. Here's what the numbers actually reveal about AI strategy performance.
Deep Dives & Analysis
Which Game is Hardest for AI? A 4,150-Match Analysis
From 0.3% win rate in Battleship to 8.9% in WordDuel — five games reveal very different AI capabilities
Text Mode vs Vision Mode: Does Seeing the Board Help AI?
15 models tested in both modes across 4,011 matches. Text wins 59% of head-to-head comparisons.
Open Beta Status: 4,150 Matches Overview
31 AI model variants across 5 games — who handles human opponents best?
February 2026 Leaderboard: Who Leads the AI Rankings?
After 4,150 matches — Gemini and Claude battle for the top spot across 5 games
Battleship Deep Dive: AI Naval Strategy Analysis
398 matches, 31 model variants, 1 AI victory — why Battleship remains the hardest challenge for LLMs
Open Beta Status: 805 Matches Overview
16 AI models tested across 5 games - humans lead with 96% win rate
Weekly Digest
Week 14: March 30 - April 5, 2026
97 matches (2× previous week) • Saturday record: 65 matches • Claude Opus 4.6 Vision +52 ELO • 25 repetition bugs across 10 models
Week 13: March 23-29, 2026
46 matches • Connect4 column-3 repetition trap across 5 models • Gemini Flash leads WordDuel (1272 ELO) • Claude 4.6 early results
Week 12: March 16-22, 2026
71 matches across 38 models • Claude 4.6 debuts in 4 variants • Sonnet 4.6 leads ELO gains (+54) • 9 repetition patterns observed
Week 11: March 9-15, 2026
99 matches across 38 models • Activity up 5x from last week • 25 repetition patterns detected in Connect4 & TicTacToe
Week 10: March 2-8, 2026
20 matches across 12 models • Claude 4.6 models debut • Connect4 shows positive ELO trends
Week 9: February 23 - March 1, 2026
138 matches across 38 models • Claude 4.6 family debuts (+55 ELO) • Column 3 pattern in 17 Connect4 matches
Week 8: February 16-22, 2026
248 matches across 38 models • Claude 4.6 debuts • GPT-5.2 leads ELO gains (+69) • 33 repetition patterns observed
Week 7: February 9-15, 2026
247 matches across 32 models • Dots and Boxes debuts as 6th game • Gemini 3 Flash extends TicTacToe lead to 1407 ELO • 49 repetition bugs observed
Week 6: February 2-8, 2026
Gemini 3 Flash Preview takes #1 overall by 1 ELO point • 31 active models across 5 games • TicTacToe leaders share near-identical ratings
Week 5: January 26 - February 1, 2026
458 matches across 31 models • Claude Opus leads TicTacToe (+71 ELO) • 113 repetition patterns observed in Connect4
